Browsing by Subject "Density Estimation"
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(Texas A&M University, 2006-08-16)High Dimension, Low Sample Size (HDLSS) problems have received much attention recently in many areas of science. Analysis of microarray experiments is one such area. Numerous studies are on-going to investigate the behavior ...
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(2019-03-06)This dissertation includes three essays. In the first essay I study the problem of density estimation using normal mixture models. Instead of selecting the ‘right’ number of components in a normal mixture model, I propose ...